A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm

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A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm

26 February 2025

Sricharan Kumar

Sricharan Kumar

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Papers citing "A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm"

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Title
SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More Reliable Jiaxin Zhang Hao Sun Wendi Cui Kamalika Das Sricharan Kumar Sricharan Kumar 141 1 0 13 Mar 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers Xinyu Tang Xiaolei Wang Wayne Xin Zhao Siyuan Lu Yaliang Li Ji-Rong Wen LRM 192 22 0 28 Jan 2025
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 271 39 0 20 Jun 2024